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Top 23 Rust search-engine Projects
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MeiliSearch
A lightning-fast search API that fits effortlessly into your apps, websites, and workflow
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sonic
🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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qdrant
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
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quickwit
Cloud-native search engine for observability. An open-source alternative to Datadog, Elasticsearch, Loki, and Tempo.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
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spyglass
A personal search engine: Create a searchable library from your personal documents, interests, and more!
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lnx
⚡ Insanely fast, 🌟 Feature-rich searching. lnx is the adaptable, typo tollerant deployment of the tantivy search engine.
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trieve
All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.
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lolcate-rs
Lolcate -- A comically fast way of indexing and querying your filesystem. Replaces locate / mlocate / updatedb. Written in Rust.
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SaaSHub
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We needed to introduce a new service for search. As we settled on using meilisearch, we needed a way to sync updates on our models with the records in meilisearch. We could've continued to use callbacks but we needed something better.
Sonic - a project written in Rust, uses custom network communication protocol for fast communication between the client and the server.
Project mention: Boost Your Code's Efficiency: Introducing Semantic Cache with Qdrant | dev.to | 2024-04-25I took Qdrant for this project. The reason was that Qdrant stands for high-performance vector search, the best choice against use cases like finding similar function calls based on semantic similarity. Qdrant is not only powerful but also scalable to support a variety of advanced search features that are greatly useful to nuanced caching mechanisms like ours.
Project mention: SeekStorm VS tantivy - a user suggested alternative | libhunt.com/r/SeekStorm | 2024-03-22
Project mention: Tantivy 0.20 is released: Schemaless column store, Schemaless aggregations, Phrase prefix queries, Percentiles, and more... | /r/rust | 2023-06-20I don't think you have an active project that addresses all those use cases. There was an attempt in Rust with Toshi that is built on top of tantivy, but the project seems to have stalled.
Project mention: Ask HN: What's the best way to add search to my website? | news.ycombinator.com | 2023-10-08If your content is mostly static, you might want to consider pre-building an index and shipping it as a whole. You could look into something like
* https://stork-search.net/ (Rust/WASM)
* tinysearch: https://github.com/tinysearch/tinysearch (Rust/WASM)
* https://lunrjs.com/ (JS, simple, stable)
* http://elasticlunr.com/ - based on the former, slightly more sophisticated tuning options
Project mention: Building a Vector Database with Rust to Make Use of Vector Embeddings | /r/rust | 2023-06-01We have been playing around with Hora as a replacement for the Rust-CV implementation as we want PQ as well. I'll check out instanct-distance, looks very interesting!
Project mention: YaCy, a distributed Web Search Engine, based on a peer-to-peer network | news.ycombinator.com | 2024-03-05There are already many project about search:
- https://www.marginalia.nu/
- https://searchmysite.net/
- https://lucene.apache.org/
- elastic search
- https://presearch.com/
- https://stract.com/
- https://wiby.me/
I think that all project are fun. I would like to see one succeeding at reaching mainstream level of attention.
I have also been gathering links meta data for some time. Maybe I will use them to feed any eventual self hosted search engine, or language model, if I decide to experiment with that.
- domains for seed https://github.com/rumca-js/Internet-Places-Database
- bookmarks seed https://github.com/rumca-js/RSS-Link-Database
- links for year https://github.com/rumca-js/RSS-Link-Database-2024
lnx - a young but promising project, utilizes Tanitvy as a backend.
Project mention: Tantivy 0.20 is released: Schemaless column store, Schemaless aggregations, Phrase prefix queries, Percentiles, and more... | /r/rust | 2023-06-20You have also NucliaDB that is built on top of tantivy and addresses vector search for documents and video search.
Project mention: SeekStorm VS tantivy - a user suggested alternative | libhunt.com/r/SeekStorm | 2024-03-22
Project mention: ByteDetective (first rust project | feedback appreciated) - MacOS Tauri app that let you search for images on your computer by describing them | /r/rust | 2023-07-14
Project mention: DawnSearch - Open source distributed web search experiment | /r/opensource | 2023-08-08Hi everyone! Over the past weeks I've been working on DawnSearch, an open source distributed web search engine, using semantic (vector) search. It is written in Rust and uses some amazing libraries, like rust-bert and USearch.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Rust search-engine related posts
- Boost Your Code's Efficiency: Introducing Semantic Cache with Qdrant
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SeekStorm VS tantivy - a user suggested alternative
2 projects | 22 Mar 2024
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pgvecto.rs alternatives - qdrant and Weaviate
3 projects | 13 Mar 2024
- Open-source Rust-based RAG
- Qdrant 1.8.0 - Major Performance Enhancements
- Spyglass: A Personal Search Engine
- Open Source Search Engine as an Alternative to Google Built in Spare Time
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A note from our sponsor - InfluxDB
www.influxdata.com | 26 Apr 2024
Index
What are some of the best open-source search-engine projects in Rust? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | MeiliSearch | 43,284 |
| 2 | sonic | 19,419 |
| 3 | qdrant | 17,839 |
| 4 | tantivy | 9,839 |
| 5 | quickwit | 6,052 |
| 6 | Toshi | 4,110 |
| 7 | tinysearch | 2,652 |
| 8 | hora | 2,554 |
| 9 | spyglass | 2,432 |
| 10 | bayard | 1,839 |
| 11 | stract | 1,660 |
| 12 | orange | 1,508 |
| 13 | lnx | 1,146 |
| 14 | trieve | 624 |
| 15 | Nuclia DB | 571 |
| 16 | meilisearch-rust | 320 |
| 17 | lolcate-rs | 278 |
| 18 | summa | 207 |
| 19 | Rust_Search | 126 |
| 20 | Admarus | 60 |
| 21 | SeekStorm | 41 |
| 22 | ByteDetective | 25 |
| 23 | dawnsearch | 10 |
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